Successful memory formation is driven by contextual encoding in the core memory network

To understand how memories are successfully formed, scientists have compared neural activity during the encoding of subsequently remembered and forgotten items. Though this approach has elucidated a network of brain regions involved in memory encoding, this method cannot distinguish broad, non-specific signals from memory specific encoding processes, such as associative encoding. Associative encoding, which is a key mechanism of learning, can be seen in the tendency of participants to successively recall, or cluster, study neighbors. We assessed the electrophysiological correlates of associative processing by comparing intracranially recorded EEG activity during the encoding of items that were subsequently recalled and clustered; recalled and not clustered; or not recalled. We found that high frequency activity (HFA) in left prefrontal cortex, left temporal cortex and hippocampus increased during the encoding of subsequently recalled items. Critically, the magnitude of this effect was largest for those recalled items that were also subsequently clustered. HFA temporally dissociated across regions, with increases in left prefrontal cortex preceding those in hippocampus. Furthermore, late hippocampal HFA positively correlated with behavioral measures of clustering. These results suggest that associative processes linking items to their spatiotemporal context underlie the traditionally observed subsequent memory effect and support successful memory formation.

[1]  A. Dale,et al.  Building memories: remembering and forgetting of verbal experiences as predicted by brain activity. , 1998, Science.

[2]  S. Thompson-Schill,et al.  The frontal lobes and the regulation of mental activity , 2005, Current Opinion in Neurobiology.

[3]  Lila Davachi,et al.  Similarity Breeds Proximity: Pattern Similarity within and across Contexts Is Related to Later Mnemonic Judgments of Temporal Proximity , 2014, Neuron.

[4]  Irene P. Kan,et al.  Effects of Repetition and Competition on Activity in Left Prefrontal Cortex during Word Generation , 1999, Neuron.

[5]  Lila Davachi,et al.  How the hippocampus preserves order: the role of prediction and context , 2015, Trends in Cognitive Sciences.

[6]  Charan Ranganath,et al.  Medial Temporal Lobe Coding of Item and Spatial Information during Relational Binding in Working Memory , 2014, The Journal of Neuroscience.

[7]  A M Dale,et al.  Prefrontal‐hippocampal‐fusiform activity during encoding predicts intraindividual differences in free recall ability: An event‐related functional‐anatomic MRI study , 2007, Hippocampus.

[8]  C. Stark,et al.  Medial temporal lobe activation during encoding and retrieval of novel face-name pairs , 2004, Hippocampus.

[9]  P. Binda,et al.  Keeping a large-pupilled eye on high-level visual processing , 2015, Trends in Cognitive Sciences.

[10]  J. Fell,et al.  Memory formation by neuronal synchronization , 2006, Brain Research Reviews.

[11]  Brian Litt,et al.  Category-specific neural oscillations predict recall organization during memory search. , 2013, Cerebral cortex.

[12]  G. Buzsáki Theta Oscillations in the Hippocampus , 2002, Neuron.

[13]  Jeremy R. Manning,et al.  Spontaneously Reactivated Patterns in Frontal and Temporal Lobe Predict Semantic Clustering during Memory Search , 2012, The Journal of Neuroscience.

[14]  Sam C. Brown,et al.  Clustering and recall : do high clusterers recall more than low clusterers because of clustering ? , 1991 .

[15]  C. Ranganath,et al.  Prefrontal and Medial Temporal Lobe Activity at Encoding Predicts Temporal Context Memory , 2010, The Journal of Neuroscience.

[16]  M. Kahana,et al.  Slow-Theta-to-Gamma Phase-Amplitude Coupling in Human Hippocampus Supports the Formation of New Episodic Memories. , 2016, Cerebral cortex.

[17]  M. Berger,et al.  High Gamma Power Is Phase-Locked to Theta Oscillations in Human Neocortex , 2006, Science.

[18]  P. Nunez,et al.  Electric fields of the brain , 1981 .

[19]  T. Curran,et al.  Functional role of gamma and theta oscillations in episodic memory , 2010, Neuroscience & Biobehavioral Reviews.

[20]  Ellen M. Migo,et al.  Associative memory and the medial temporal lobes , 2007, Trends in Cognitive Sciences.

[21]  S. Rétaux,et al.  Evolutionary Shift from Fighting to Foraging in Blind Cavefish through Changes in the Serotonin Network , 2013, Current Biology.

[22]  H. Eichenbaum,et al.  Interplay of Hippocampus and Prefrontal Cortex in Memory , 2013, Current Biology.

[23]  Rajesh P. N. Rao,et al.  Spectral Changes in Cortical Surface Potentials during Motor Movement , 2007, The Journal of Neuroscience.

[24]  Jonathan D. Cohen,et al.  Role of prefrontal cortex and the midbrain dopamine system in working memory updating , 2012, Proceedings of the National Academy of Sciences.

[25]  C. Koch,et al.  On the origin of the extracellular action potential waveform: A modeling study. , 2006, Journal of neurophysiology.

[26]  Sean M. Polyn,et al.  Memory search and the neural representation of context , 2008, Trends in Cognitive Sciences.

[27]  M. Kahana,et al.  Synchronous and Asynchronous Theta and Gamma Activity during Episodic Memory Formation , 2013, The Journal of Neuroscience.

[28]  Valerie A. Carr,et al.  Imaging the Human Medial Temporal Lobe with High-Resolution fMRI , 2010, Neuron.

[29]  Philippe Kahane,et al.  Watching brain TV and playing brain ball exploring novel BCI strategies using real-time analysis of human intracranial data. , 2009, International review of neurobiology.

[30]  M. Kahana Associative retrieval processes in free recall , 1996, Memory & cognition.

[31]  Marc W. Howard,et al.  A distributed representation of temporal context , 2002 .

[32]  G. Buzsáki Theta rhythm of navigation: Link between path integration and landmark navigation, episodic and semantic memory , 2005, Hippocampus.

[33]  B. Gordon,et al.  Induced electrocorticographic gamma activity during auditory perception , 2001, Clinical Neurophysiology.

[34]  Vaidehi S. Natu,et al.  Category-Specific Cortical Activity Precedes Retrieval During Memory Search , 2005, Science.

[35]  Christopher Summerfield,et al.  Coherent theta-band EEG activity predicts item-context binding during encoding , 2005, NeuroImage.

[36]  Charan Ranganath,et al.  Prefrontal Cortex and Long-Term Memory Encoding: An Integrative Review of Findings from Neuropsychology and Neuroimaging , 2007, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[37]  B. Mesquita,et al.  Adjustment to Chronic Diseases and Terminal Illness Health Psychology : Psychological Adjustment to Chronic Disease , 2006 .

[38]  Chantal E. Stern,et al.  Theta rhythm and the encoding and retrieval of space and time , 2014, NeuroImage.

[39]  Jemett L. Desmond,et al.  Semantic encoding and retrieval in the left inferior prefrontal cortex: a functional MRI study of task difficulty and process specificity , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[40]  Sean M. Polyn,et al.  A context maintenance and retrieval model of organizational processes in free recall. , 2009, Psychological review.

[41]  U. Rutishauser,et al.  Human memory strength is predicted by theta-frequency phase-locking of single neurons , 2010, Nature.

[42]  C. Ranganath A unified framework for the functional organization of the medial temporal lobes and the phenomenology of episodic memory , 2010, Hippocampus.

[43]  K. Zaghloul,et al.  Reinstatement of distributed cortical oscillations occurs with precise spatiotemporal dynamics during successful memory retrieval , 2014, Proceedings of the National Academy of Sciences.

[44]  Marc W Howard,et al.  The persistence of memory: Contiguity effects across hundreds of seconds , 2008, Psychonomic bulletin & review.

[45]  Nicole M. Long,et al.  Human intracranial high-frequency activity maps episodic memory formation in space and time , 2014, NeuroImage.

[46]  Armin Brandt,et al.  Neural Activity in Human Hippocampal Formation Reveals the Spatial Context of Retrieved Memories , 2013, Science.

[47]  M. Kahana,et al.  Human hippocampal theta oscillations and the formation of episodic memories , 2012, Hippocampus.

[48]  M. Farah,et al.  Role of left inferior prefrontal cortex in retrieval of semantic knowledge: a reevaluation. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[49]  Nicole M. Long,et al.  Subsequent memory effect in intracranial and scalp EEG , 2014, NeuroImage.

[50]  S. Hanslmayr,et al.  Temporal-Pattern Similarity Analysis Reveals the Beneficial and Detrimental Effects of Context Reinstatement on Human Memory , 2015, The Journal of Neuroscience.

[51]  Michael J Kahana,et al.  Shadows of the Past , 2005, Psychological science.

[52]  Jeremy R. Manning,et al.  Oscillatory patterns in temporal lobe reveal context reinstatement during memory search , 2011, Proceedings of the National Academy of Sciences.

[53]  Per B. Sederberg,et al.  Oscillatory correlates of the primacy effect in episodic memory , 2006, NeuroImage.

[54]  Marc W Howard,et al.  Gradual Changes in Hippocampal Activity Support Remembering the Order of Events , 2007, Neuron.

[55]  O. Krastoshevsky,et al.  Hippocampal Contributions to Episodic Encoding : Insights From Relational and Item-Based Learning , 2002 .

[56]  H. Eichenbaum Hippocampus Cognitive Processes and Neural Representations that Underlie Declarative Memory , 2004, Neuron.

[57]  Agatha Lenartowicz,et al.  Updating of context in working memory: An event-related potential study , 2010, Cognitive, affective & behavioral neuroscience.

[58]  Hongkeun Kim,et al.  Neural activity that predicts subsequent memory and forgetting: A meta-analysis of 74 fMRI studies , 2011, NeuroImage.

[59]  David Badre,et al.  Left ventrolateral prefrontal cortex and the cognitive control of memory , 2007, Neuropsychologia.

[60]  K. Paller,et al.  Observing the transformation of experience into memory , 2002, Trends in Cognitive Sciences.

[61]  S. Hanslmayr,et al.  Theta Oscillations at Encoding Mediate the Context-Dependent Nature of Human Episodic Memory , 2013, Current Biology.

[62]  Marcia K. Johnson,et al.  Source monitoring 15 years later: what have we learned from fMRI about the neural mechanisms of source memory? , 2009, Psychological bulletin.

[63]  Per B Sederberg,et al.  The temporal contiguity effect predicts episodic memory performance. , 2010, Memory & cognition.